{"id":"W3211902271","doi":"10.1016/j.jcjd.2021.09.084","title":"Real-World Use of Once-Weekly Semaglutide in Diverse Patient Populations With Type 2 Diabetes: Pooled Analysis of Four SURE Studies","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semaglutide; Medicine; Type 2 diabetes; Discontinuation; Population; Internal medicine; Diabetes mellitus; Endocrinology; Liraglutide; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01214056,0.001854947,0.005553639,0.003232475,0.0004949239,0.00259779,0.001101003,0.001825011,0.001345871],"category_scores_gemma":[0.0192251,0.001389174,0.0170564,0.004128193,0.000620138,0.001493214,0.001962007,0.0009243847,0.0001905043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008986553,"about_ca_system_score_gemma":0.0006821518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006677374,"about_ca_topic_score_gemma":0.01275195,"domain_scores_codex":[0.9866722,0.006966717,0.002863591,0.001832646,0.001272112,0.00039284],"domain_scores_gemma":[0.9835784,0.008452808,0.004151084,0.002384753,0.001205712,0.0002272996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.02646217,0.00009199345,0.3080767,0.007181353,0.6422644,0.0002175879,0.0002865157,0.001059644,0.0008260466,0.0001281986,0.0006791149,0.01272622],"study_design_scores_gemma":[0.00371406,0.001967072,0.4285374,0.001158853,0.5589072,0.0005222568,0.0005718805,0.0009109832,0.0004965046,0.0002998885,0.00275524,0.0001586037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864057,0.1989546,0.003142723,0.0002665361,0.0002720142,0.0004542167,0.008296598,0.0001046167,0.002102941],"genre_scores_gemma":[0.983241,0.01136071,0.001237267,0.0002534437,0.00009987807,0.0002628139,0.003212262,0.00003094619,0.0003017063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214056,"threshold_uncertainty_score":0.06420618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05833223890474189,"score_gpt":0.2777609664598422,"score_spread":0.2194287275551003,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}